| Number of Variables | 18 |
|---|---|
| Number of Rows | 11534 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.2 MB |
| Average Row Size in Memory | 203.0 B |
| Variable Types |
|
| SHOTS_ON_GOAL and CORNERS have similar distributions | Similar Distribution |
|---|---|
| SHOTS_OFF_GOAL and CORNERS have similar distributions | Similar Distribution |
| BLOCKED_SHOTS and GOALKEEPER_SAVES have similar distributions | Similar Distribution |
| SHOTS_ON_GOAL is skewed | Skewed |
| SHOTS_OFF_GOAL is skewed | Skewed |
| BLOCKED_SHOTS is skewed | Skewed |
| CORNERS is skewed | Skewed |
| THROW_IN is skewed | Skewed |
| GOALKEEPER_SAVES is skewed | Skewed |
| FOULS is skewed | Skewed |
| COMPLETED_PASSES is skewed | Skewed |
|---|---|
| TACKLES is skewed | Skewed |
| ATTACKS is skewed | Skewed |
| DANGEROUS_ATTACKS is skewed | Skewed |
| ID has a high cardinality: 11534 distinct values | High Cardinality |
| ID has constant length 10 | Constant Length |
| OFFSIDES has constant length 1 | Constant Length |
| YELLOW_CARDS has constant length 1 | Constant Length |
| RED_CARDS has constant length 1 | Constant Length |
| ID has all distinct values | Unique |
| SHOTS_ON_GOAL has 1111 (9.63%) zeros | Zeros |
|---|---|
| SHOTS_OFF_GOAL has 813 (7.05%) zeros | Zeros |
| BLOCKED_SHOTS has 3721 (32.26%) zeros | Zeros |
| FREE_KICKS has 1066 (9.24%) zeros | Zeros |
| CORNERS has 1095 (9.49%) zeros | Zeros |
| THROW_IN has 8491 (73.62%) zeros | Zeros |
| GOALKEEPER_SAVES has 2889 (25.05%) zeros | Zeros |
| COMPLETED_PASSES has 6335 (54.92%) zeros | Zeros |
| TACKLES has 5602 (48.57%) zeros | Zeros |
| ATTACKS has 4374 (37.92%) zeros | Zeros |
| DANGEROUS_ATTACKS has 4377 (37.95%) zeros | Zeros |
|---|
categorical
| Approximate Distinct Count | 11534 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 844.8 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | I7XF6FSRH2 |
|---|---|
| 2nd row | KGJs2ZzqH2 |
| 3rd row | 6XHk0D5eH2 |
| 4th row | KIrtyAcHH2 |
| 5th row | EFETfITFH2 |
| Count | 88544 |
|---|---|
| Lowercase Letter | 38858 |
| Space Separator | 0 |
| Uppercase Letter | 49686 |
| Dash Punctuation | 0 |
| Decimal Number | 26796 |
numerical
| Approximate Distinct Count | 78 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 51.01 |
| Minimum | 13 |
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 13 |
|---|---|
| 5-th Percentile | 31 |
| Q1 | 42 |
| Median | 51 |
| Q3 | 60 |
| 95-th Percentile | 71 |
| Maximum | 96 |
| Range | 83 |
| IQR | 18 |
| Mean | 51.01 |
|---|---|
| Standard Deviation | 12.2995 |
| Variance | 151.2782 |
| Sum | 588349 |
| Skewness | -0.01801 |
| Kurtosis | -0.4106 |
| Coefficient of Variation | 0.2411 |
numerical
| Approximate Distinct Count | 25 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 7.2468 |
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 46 |
| Zeros (%) | 0.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 14 |
| Maximum | 24 |
| Range | 24 |
| IQR | 4 |
| Mean | 7.2468 |
|---|---|
| Standard Deviation | 3.5168 |
| Variance | 12.368 |
| Sum | 83585 |
| Skewness | 0.6598 |
| Kurtosis | 0.5596 |
| Coefficient of Variation | 0.4853 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.6959 |
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 1111 |
| Zeros (%) | 9.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| IQR | 3 |
| Mean | 2.6959 |
|---|---|
| Standard Deviation | 1.874 |
| Variance | 3.5118 |
| Sum | 31094 |
| Skewness | 0.8515 |
| Kurtosis | 0.9627 |
| Coefficient of Variation | 0.6951 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.9985 |
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 813 |
| Zeros (%) | 7.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th Percentile | 7 |
| Maximum | 15 |
| Range | 15 |
| IQR | 2 |
| Mean | 2.9985 |
|---|---|
| Standard Deviation | 1.9592 |
| Variance | 3.8385 |
| Sum | 34585 |
| Skewness | 0.8414 |
| Kurtosis | 0.9955 |
| Coefficient of Variation | 0.6534 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.5524 |
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 3721 |
| Zeros (%) | 32.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 5 |
| Maximum | 13 |
| Range | 13 |
| IQR | 2 |
| Mean | 1.5524 |
|---|---|
| Standard Deviation | 1.6126 |
| Variance | 2.6005 |
| Sum | 17905 |
| Skewness | 1.3311 |
| Kurtosis | 2.3441 |
| Coefficient of Variation | 1.0388 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.927 |
| Minimum | 0 |
| Maximum | 29 |
| Zeros | 1066 |
| Zeros (%) | 9.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 13 |
| Maximum | 29 |
| Range | 29 |
| IQR | 4 |
| Mean | 6.927 |
|---|---|
| Standard Deviation | 3.6417 |
| Variance | 13.2618 |
| Sum | 79896 |
| Skewness | 0.024 |
| Kurtosis | 0.2218 |
| Coefficient of Variation | 0.5257 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.877 |
| Minimum | 0 |
| Maximum | 16 |
| Zeros | 1095 |
| Zeros (%) | 9.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 4 |
| 95-th Percentile | 7 |
| Maximum | 16 |
| Range | 16 |
| IQR | 3 |
| Mean | 2.877 |
|---|---|
| Standard Deviation | 2.0539 |
| Variance | 4.2185 |
| Sum | 33183 |
| Skewness | 0.9168 |
| Kurtosis | 1.0636 |
| Coefficient of Variation | 0.7139 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 6 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.9926 |
| Minimum | 0 |
| Maximum | 39 |
| Zeros | 8491 |
| Zeros (%) | 73.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 5 |
| 95-th Percentile | 15 |
| Maximum | 39 |
| Range | 39 |
| IQR | 5 |
| Mean | 2.9926 |
|---|---|
| Standard Deviation | 5.5966 |
| Variance | 31.3215 |
| Sum | 34517 |
| Skewness | 1.8664 |
| Kurtosis | 3.0879 |
| Coefficient of Variation | 1.8701 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.5368 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 2889 |
| Zeros (%) | 25.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| IQR | 2 |
| Mean | 1.5368 |
|---|---|
| Standard Deviation | 1.3714 |
| Variance | 1.8807 |
| Sum | 17726 |
| Skewness | 1.0472 |
| Kurtosis | 1.3701 |
| Coefficient of Variation | 0.8923 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.71 |
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 25 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th Percentile | 12 |
| Maximum | 20 |
| Range | 20 |
| IQR | 3 |
| Mean | 6.71 |
|---|---|
| Standard Deviation | 2.7809 |
| Variance | 7.7332 |
| Sum | 77393 |
| Skewness | 0.4478 |
| Kurtosis | 0.2263 |
| Coefficient of Variation | 0.4144 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 387 |
|---|---|
| Approximate Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 100.3022 |
| Minimum | 0 |
| Maximum | 2114 |
| Zeros | 6335 |
| Zeros (%) | 54.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 204 |
| 95-th Percentile | 314 |
| Maximum | 2114 |
| Range | 2114 |
| IQR | 204 |
| Mean | 100.3022 |
|---|---|
| Standard Deviation | 122.0845 |
| Variance | 14904.6172 |
| Sum | 1.1569e+06 |
| Skewness | 1.0627 |
| Kurtosis | 5.5034 |
| Coefficient of Variation | 1.2172 |
numerical
| Approximate Distinct Count | 26 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.2334 |
| Minimum | 0 |
| Maximum | 29 |
| Zeros | 5602 |
| Zeros (%) | 48.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 8 |
| 95-th Percentile | 13 |
| Maximum | 29 |
| Range | 29 |
| IQR | 8 |
| Mean | 4.2334 |
|---|---|
| Standard Deviation | 4.7952 |
| Variance | 22.994 |
| Sum | 48828 |
| Skewness | 0.7435 |
| Kurtosis | -0.4287 |
| Coefficient of Variation | 1.1327 |
numerical
| Approximate Distinct Count | 119 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 33.9683 |
| Minimum | 0 |
| Maximum | 139 |
| Zeros | 4374 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 41 |
| Q3 | 58 |
| 95-th Percentile | 77 |
| Maximum | 139 |
| Range | 139 |
| IQR | 58 |
| Mean | 33.9683 |
|---|---|
| Standard Deviation | 29.3337 |
| Variance | 860.4676 |
| Sum | 391790 |
| Skewness | 0.04529 |
| Kurtosis | -1.3411 |
| Coefficient of Variation | 0.8636 |
numerical
| Approximate Distinct Count | 85 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 17.5264 |
| Minimum | 0 |
| Maximum | 96 |
| Zeros | 4377 |
| Zeros (%) | 38.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 17 |
| Q3 | 30 |
| 95-th Percentile | 47 |
| Maximum | 96 |
| Range | 96 |
| IQR | 30 |
| Mean | 17.5264 |
|---|---|
| Standard Deviation | 16.9609 |
| Variance | 287.6729 |
| Sum | 202150 |
| Skewness | 0.5971 |
| Kurtosis | -0.3797 |
| Coefficient of Variation | 0.9677 |